Web Scraping & Browser Automation Services
Stop losing hours to manual data collection or getting blocked by anti-bot walls. I build enterprise scraping engines and scheduled data pipelines using Playwright, Puppeteer, and Python that deliver clean, structured data on autopilot.
Engineered to Overcome Complex Anti-Scraping Defenses
Modern websites use sophisticated bot detection, fingerprinting, and dynamic JavaScript rendering. Here is how we build extraction pipelines that reliably collect data at scale.
Headless Browser Cluster Orchestration
Execution using Playwright and Puppeteer across dynamic single-page apps (SPAs), infinite scrolling grids, shadow DOMs, canvas elements, and client-rendered JavaScript that standard HTTP scrapers fail to read.
Anti-Bot & WAF Defense Evasion
Stealth configurations engineered to bypass Cloudflare Turnstile, Datadome, Akamai, and PerimeterX. Includes TLS fingerprint matching, canvas spoofing, user-agent rotation, and human behavior emulation.
Residential & Mobile Proxy Pools
Automated IP rotation across millions of geo-targeted residential and 4G/5G mobile proxies. Intelligent sticky sessions, automatic retry backoffs, and ban detection to ensure 99.8% extraction completion.
Automated ETL & Schema Validation
Strict data transformation using Pydantic and Zod. Automated deduplication, type casting, normalization, and direct streaming into PostgreSQL, MongoDB, Pinecone, or S3 buckets.
Scheduled Cron & Event-Driven Triggers
Autonomous cron pipelines running on Docker, AWS ECS, or serverless workers. Webhook triggers that dispatch clean records into your CRM, Slack inboxes, or proprietary downstream models.
Automated CAPTCHA Solving
Integrated API solvers for reCAPTCHA v2/v3, hCaptcha, GeeTest, and image puzzles with sub-5-second turnaround times and zero manual human oversight.
High-Value Scraping Use Cases
How We Build Your Extraction Pipeline
From initial defense audit to scheduled production deployment, every step is tested against live anti-bot firewalls.
Target Profiling & DOM Analysis
We analyze target site defenses (WAFs, rate limits, CAPTCHAs), map out data structures, and determine the optimal proxy architecture.
Stealth Prototype & Validation
We deploy test scraper workers against 1,000 live records to measure evasion reliability, selector stability, and throughput.
Production Pipeline & Storage
We containerize the engine, integrate proxy rotation pools, write database ingestion routines, and set up cron schedules.
Monitoring & Handover
We configure DOM change alert webhooks, verify automated exports, and transfer repository credentials with complete setup guides.
Python Web Scraping & Data Intelligence Platform
Engineered a distributed Python scraping system that processes thousands of competitor catalog pages daily. Integrated residential proxy rotation, Playwright headless workers, and automated deduplication routines with zero IP bans.
Transparent Scraping Pricing Models
Clear fixed-fee proposals based on target complexity and anti-bot defense level.
Target Site Scraper
Custom scraper for a single complex target with anti-bot evasion and structured export.
- Single dynamic target site extraction
- Playwright / Python engine build
- Anti-detect & proxy rotation setup
- CSV / JSON / Database export
- Docker containerized deployment
Multi-Source Data Engine
Continuous data pipeline aggregating 3–5 sources with automated deduplication & CRM ingestion.
- 3 to 5 target platforms with custom parsers
- Automated scheduled cron workers
- Centralized PostgreSQL / MongoDB storage
- Automated CAPTCHA solver integration
- Direct API / webhook sync into your app
- 30-day selector maintenance warranty
Pipeline Maintenance Retainer
Continuous monitoring, proxy orchestration, and instant DOM selector fixes when targets update.
- Daily health monitoring & alerts
- Immediate selector updates within 24 hours
- Proxy pool bandwidth management
- New data field additions on demand
- Monthly data quality audits
Frequently Asked Questions
Answers to technical, legal, and operational questions about custom data scraping.
Is web scraping legal?
Yes, scraping publicly available facts and data is legal under landmark court precedents, including the US 9th Circuit Court of Appeals ruling in hiQ Labs v. LinkedIn (2022). Scraping does not violate the CFAA when accessing public data that does not require login credentials or circumvent authentication barriers.
How do you handle websites that block IP addresses or show Cloudflare challenges?
I use stealth browser automation with patched Chromium binaries, TLS fingerprint spoofing, and rotating residential IP pools where requests emanate from genuine ISP nodes. For CAPTCHAs, automated solver APIs resolve challenges in under 4 seconds.
What happens when the target website redesigns its layout or changes its code?
Target websites periodically update their HTML. I build resilient scrapers using semantic selectors, schema markup anchors, and API endpoint interception rather than brittle CSS classes. Every project also includes automated failure alerts and 30 days of free selector maintenance.
In what format can the extracted data be delivered?
Data can be streamed directly into your database (PostgreSQL, MongoDB, Supabase), stored as JSON/CSV in an Amazon S3 bucket, delivered via real-time webhooks, or injected directly into tools like Airtable, Google Sheets, or your CRM.
Related Scraping Guides & Projects
Ready to Automate Your Data Collection?
Send me your target URL and requested data fields. I will evaluate anti-bot defenses and return a clear technical proposal.
Get a Scraping Proposal